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» Decentralised Control of Complex Systems
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123
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ICRA
2008
IEEE
119views Robotics» more  ICRA 2008»
15 years 9 months ago
Modeling assembled-MEMS microrobots for wireless magnetic control
— Capitalizing on advances in CMOS and MEMS technologies, microrobots have the potential to dramatically change many aspects of medicine by navigating bodily fluids to perform t...
Zoltán Nagy, Olgaç Ergeneman, Jake J...
119
Voted
ECML
2006
Springer
15 years 6 months ago
Efficient Non-linear Control Through Neuroevolution
Abstract. Many complex control problems are not amenable to traditional controller design. Not only is it difficult to model real systems, but often it is unclear what kind of beha...
Faustino J. Gomez, Jürgen Schmidhuber, Risto ...
136
Voted
ICML
2007
IEEE
16 years 3 months ago
Reinforcement learning by reward-weighted regression for operational space control
Many robot control problems of practical importance, including operational space control, can be reformulated as immediate reward reinforcement learning problems. However, few of ...
Jan Peters, Stefan Schaal
125
Voted
IROS
2008
IEEE
191views Robotics» more  IROS 2008»
15 years 9 months ago
Local Gaussian process regression for real-time model-based robot control
— High performance and compliant robot control requires accurate dynamics models which cannot be obtained analytically for sufficiently complex robot systems. In such cases, mac...
Duy Nguyen-Tuong, Jan Peters
ICRA
2006
IEEE
136views Robotics» more  ICRA 2006»
15 years 8 months ago
Predictive Control Algorithms using Biological Signals for Active Relative Motion Canceling in Robotic Assisted Heart Surgery
— Robotics technology promises an enhanced way of performing off-pump coronary artery bypass graft (CABG) surgery. In the robotic-assisted CABG surgery, surgeon performs the oper...
Ozkan Bebek, Murat Cenk Cavusoglu